Table 5. Average value ± standard deviation of the hypervolume indicator for the real datasets.
| Graph | Random | DFS | Deg | RW |
|---|---|---|---|---|
| Bovine | 275259.54 ± 57721.31 | 263669.06 ± 62622.52 | 4524666.52 ± 3.17* | 3148983.90 ± 3.24 |
| Circuit | 77, 116.15 ± 29, 312.55 | 57695.87 ± 31444.12 | 1419610.33 ± 95327.38* | 1086345.36 ± 77486.85 |
| EColi | 498186.23 ± 84010.17 | 368140.36 ± 172105.46 | 9742206.66 ± 165771.44* | 6820902.13 ± 71640.00 |
| USAir | 193223.67 ± 115193.40 | 361106.95 ± 137617.76 | 5895064.90 ± 123050.07* | 4010784.11 ± 95995.05 |
| HumanDis | 667579.05 ± 18327.70 | 762880.99 ± 14569.84 | 7944126.85 ± 156209.02* | 5659398.93 ± 72630.76 |
| TrainsRome | 138525.07 ± 5559.37 | 154874.11 ± 4437.33 | 1727489.76 ± 41083.54* | 1017365.41 ± 59551.06 |
| EUFlights | 59657.61 ± 34396.03 | 111198.59 ± 28682.44 | 9274581.78 ± 279065.65* | 6373823.26 ± 143830.93 |
| OClinks | 291207.54 ± 92826.46 | 313517.98 ± 163921.22 | 26002131.74 ± 584868.91* | 18601730.00 ± 296910.80 |
| 4920.00 ± 0.00 | 5273.00 ± 0.00 | 1031865.98 ± 1185922.59 | 1409016.39 ± 817382.53* |
Notes.
*
An asterisk (*) indicates the best results which are based on a Wilcoxon sign-rank test.